| A Correlation-and Mean-Aware Loss Function and Benchmarking Framework to Improve GAN-based Tabular Data Synthesis MH Vu, D Edler, C Wibom, T Löfstedt, B Melin, M Rosvall arXiv preprint arXiv:2405.16971, 2024 | | 2024 |
| Pseudomonas syringae infectivity correlates to altered transcript and metabolite levels of Arabidopsis mediator mutants J Blomberg, V Tasselius, A Vergara, F Karamat, QM Imran, Å Strand, ... Scientific Reports 14 (1), 6771, 2024 | | 2024 |
| Module-based regularization improves Gaussian graphical models when observing noisy data M Neuman, J Calatayud, V Tasselius, M Rosvall Applied Network Science 9 (1), 6, 2024 | 1 | 2024 |
| Co-PATHOgenex web application for assessing complex stress responses in pathogenic bacteria L Fernandez, M Rosvall, J Normark, M Fällman, K Avican Microbiology Spectrum 12 (1), e02781-23, 2024 | | 2024 |
| Modelling temporal networks with Markov chains, community structures and change points TP Peixoto, M Rosvall Temporal network theory, 65-82, 2023 | 6 | 2023 |
| Community detection with the map equation and infomap: Theory and applications J Smiljanić, C Blöcker, A Holmgren, D Edler, M Neuman, M Rosvall arXiv preprint arXiv:2311.04036, 2023 | 3 | 2023 |
| Mapping change in higher-order networks with multilevel and overlapping communities A Holmgren, D Edler, M Rosvall Applied Network Science 8 (1), 42, 2023 | 4 | 2023 |
| Infomap Bioregions 2-Exploring the interplay between biogeography and evolution D Edler, A Holmgren, A Rojas, J Calatayud, M Rosvall, A Antonelli arXiv preprint arXiv:2306.17259, 2023 | 3 | 2023 |
| Compressing network populations with modal networks reveal structural diversity A Kirkley, A Rojas, M Rosvall, JG Young Communications Physics 6 (1), 148, 2023 | 6 | 2023 |
| Mapping biased higher-order walks reveals overlapping communities A Holmgren, C Blöcker, M Rosvall arXiv preprint arXiv:2304.05775, 2023 | 1 | 2023 |
| Controls on terrestrial carbon fluxes in simulated networks of connected streams and lakes D Vachon, RA Sponseller, M Rosvall, J Karlsson Global Biogeochemical Cycles 37 (3), e2022GB007597, 2023 | 1 | 2023 |
| Similarity-based link prediction from modular compression of network flows C Blöcker, J Smiljanić, I Scholtes, M Rosvall Learning on Graphs Conference, 52: 1-52: 18, 2022 | 6 | 2022 |
| Cross-validation of correlation networks using modular structure M Neuman, V Jonsson, J Calatayud, M Rosvall Applied Network Science 7 (1), 75, 2022 | 4 | 2022 |
| Variable Markov dynamics as a multi-focal lens to map multi-scale complex networks D Edler, J Smiljanić, A Holmgren, A Antonelli, M Rosvall arXiv preprint arXiv:2211.04287, 2022 | 3 | 2022 |
| Mapping nonlocal relationships between metadata and network structure with metadata-dependent encoding of random walks A Bassolas, A Holmgren, A Marot, M Rosvall, V Nicosia Science Advances 8 (43), eabn7558, 2022 | 9 | 2022 |
| Network‐based biostratigraphy for the late Permian to mid‐T riassic Beaufort Group (Karoo Supergroup) in South Africa enhances biozone applicability and stratigraphic correlation PA Viglietti, A Rojas, M Rosvall, B Klimes, KD Angielczyk Palaeontology 65 (5), e12622, 2022 | 12 | 2022 |
| Map equation centrality: community-aware centrality based on the map equation C Blöcker, JC Nieves, M Rosvall Applied Network Science 7 (1), 56, 2022 | 14 | 2022 |
| Flow-based community detection in hypergraphs A Eriksson, T Carletti, R Lambiotte, A Rojas, M Rosvall Higher-Order Systems, 141-161, 2022 | 5 | 2022 |
| Correction to “Mapping flows on weighted and directed networks with incomplete observations” J Smiljanić, C Blöcker, D Edler, M Rosvall Journal of Complex Networks 10 (2), cnac010, 2022 | | 2022 |
| A natural history of networks: higher-order network modeling for paleobiology research A Rojas, A Eriksson, M Neuman, D Edler, C Blocker, M Rosvall bioRxiv, 2022 | 3 | 2022 |
Carl T. BergstromProfessor of Biology, University of WashingtonVerified email at u.washington.edu